# Copyright 2016-present MongoDB, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Tools for working with the BSON decimal128 type. .. versionadded:: 3.4 """ import decimal import struct from typing import Any, Sequence, Tuple, Type, Union _PACK_64 = struct.Struct(" decimal.Context: """Returns an instance of :class:`decimal.Context` appropriate for working with IEEE-754 128-bit decimal floating point values. """ opts = _CTX_OPTIONS.copy() opts["traps"] = [] return decimal.Context(**opts) # type: ignore def _decimal_to_128(value: _VALUE_OPTIONS) -> Tuple[int, int]: """Converts a decimal.Decimal to BID (high bits, low bits). :Parameters: - `value`: An instance of decimal.Decimal """ with decimal.localcontext(_DEC128_CTX) as ctx: value = ctx.create_decimal(value) if value.is_infinite(): return _NINF if value.is_signed() else _PINF sign, digits, exponent = value.as_tuple() if value.is_nan(): if digits: raise ValueError("NaN with debug payload is not supported") if value.is_snan(): return _NSNAN if value.is_signed() else _PSNAN return _NNAN if value.is_signed() else _PNAN significand = int("".join([str(digit) for digit in digits])) bit_length = significand.bit_length() high = 0 low = 0 for i in range(min(64, bit_length)): if significand & (1 << i): low |= 1 << i for i in range(64, bit_length): if significand & (1 << i): high |= 1 << (i - 64) biased_exponent = exponent + _EXPONENT_BIAS # type: ignore[operator] if high >> 49 == 1: high = high & 0x7FFFFFFFFFFF high |= _EXPONENT_MASK high |= (biased_exponent & 0x3FFF) << 47 else: high |= biased_exponent << 49 if sign: high |= _SIGN return high, low class Decimal128: """BSON Decimal128 type:: >>> Decimal128(Decimal("0.0005")) Decimal128('0.0005') >>> Decimal128("0.0005") Decimal128('0.0005') >>> Decimal128((3474527112516337664, 5)) Decimal128('0.0005') :Parameters: - `value`: An instance of :class:`decimal.Decimal`, string, or tuple of (high bits, low bits) from Binary Integer Decimal (BID) format. .. note:: :class:`~Decimal128` uses an instance of :class:`decimal.Context` configured for IEEE-754 Decimal128 when validating parameters. Signals like :class:`decimal.InvalidOperation`, :class:`decimal.Inexact`, and :class:`decimal.Overflow` are trapped and raised as exceptions:: >>> Decimal128(".13.1") Traceback (most recent call last): File "", line 1, in ... decimal.InvalidOperation: [] >>> >>> Decimal128("1E-6177") Traceback (most recent call last): File "", line 1, in ... decimal.Inexact: [] >>> >>> Decimal128("1E6145") Traceback (most recent call last): File "", line 1, in ... decimal.Overflow: [, ] To ensure the result of a calculation can always be stored as BSON Decimal128 use the context returned by :func:`create_decimal128_context`:: >>> import decimal >>> decimal128_ctx = create_decimal128_context() >>> with decimal.localcontext(decimal128_ctx) as ctx: ... Decimal128(ctx.create_decimal(".13.3")) ... Decimal128('NaN') >>> >>> with decimal.localcontext(decimal128_ctx) as ctx: ... Decimal128(ctx.create_decimal("1E-6177")) ... Decimal128('0E-6176') >>> >>> with decimal.localcontext(DECIMAL128_CTX) as ctx: ... Decimal128(ctx.create_decimal("1E6145")) ... Decimal128('Infinity') To match the behavior of MongoDB's Decimal128 implementation str(Decimal(value)) may not match str(Decimal128(value)) for NaN values:: >>> Decimal128(Decimal('NaN')) Decimal128('NaN') >>> Decimal128(Decimal('-NaN')) Decimal128('NaN') >>> Decimal128(Decimal('sNaN')) Decimal128('NaN') >>> Decimal128(Decimal('-sNaN')) Decimal128('NaN') However, :meth:`~Decimal128.to_decimal` will return the exact value:: >>> Decimal128(Decimal('NaN')).to_decimal() Decimal('NaN') >>> Decimal128(Decimal('-NaN')).to_decimal() Decimal('-NaN') >>> Decimal128(Decimal('sNaN')).to_decimal() Decimal('sNaN') >>> Decimal128(Decimal('-sNaN')).to_decimal() Decimal('-sNaN') Two instances of :class:`Decimal128` compare equal if their Binary Integer Decimal encodings are equal:: >>> Decimal128('NaN') == Decimal128('NaN') True >>> Decimal128('NaN').bid == Decimal128('NaN').bid True This differs from :class:`decimal.Decimal` comparisons for NaN:: >>> Decimal('NaN') == Decimal('NaN') False """ __slots__ = ("__high", "__low") _type_marker = 19 def __init__(self, value: _VALUE_OPTIONS) -> None: if isinstance(value, (str, decimal.Decimal)): self.__high, self.__low = _decimal_to_128(value) elif isinstance(value, (list, tuple)): if len(value) != 2: raise ValueError( "Invalid size for creation of Decimal128 " "from list or tuple. Must have exactly 2 " "elements." ) self.__high, self.__low = value # type: ignore else: raise TypeError(f"Cannot convert {value!r} to Decimal128") def to_decimal(self) -> decimal.Decimal: """Returns an instance of :class:`decimal.Decimal` for this :class:`Decimal128`. """ high = self.__high low = self.__low sign = 1 if (high & _SIGN) else 0 if (high & _SNAN) == _SNAN: return decimal.Decimal((sign, (), "N")) # type: ignore elif (high & _NAN) == _NAN: return decimal.Decimal((sign, (), "n")) # type: ignore elif (high & _INF) == _INF: return decimal.Decimal((sign, (), "F")) # type: ignore if (high & _EXPONENT_MASK) == _EXPONENT_MASK: exponent = ((high & 0x1FFFE00000000000) >> 47) - _EXPONENT_BIAS return decimal.Decimal((sign, (0,), exponent)) else: exponent = ((high & 0x7FFF800000000000) >> 49) - _EXPONENT_BIAS arr = bytearray(15) mask = 0x00000000000000FF for i in range(14, 6, -1): arr[i] = (low & mask) >> ((14 - i) << 3) mask = mask << 8 mask = 0x00000000000000FF for i in range(6, 0, -1): arr[i] = (high & mask) >> ((6 - i) << 3) mask = mask << 8 mask = 0x0001000000000000 arr[0] = (high & mask) >> 48 # cdecimal only accepts a tuple for digits. digits = tuple(int(digit) for digit in str(int.from_bytes(arr, "big"))) with decimal.localcontext(_DEC128_CTX) as ctx: return ctx.create_decimal((sign, digits, exponent)) @classmethod def from_bid(cls: Type["Decimal128"], value: bytes) -> "Decimal128": """Create an instance of :class:`Decimal128` from Binary Integer Decimal string. :Parameters: - `value`: 16 byte string (128-bit IEEE 754-2008 decimal floating point in Binary Integer Decimal (BID) format). """ if not isinstance(value, bytes): raise TypeError("value must be an instance of bytes") if len(value) != 16: raise ValueError("value must be exactly 16 bytes") return cls((_UNPACK_64(value[8:])[0], _UNPACK_64(value[:8])[0])) # type: ignore @property def bid(self) -> bytes: """The Binary Integer Decimal (BID) encoding of this instance.""" return _PACK_64(self.__low) + _PACK_64(self.__high) def __str__(self) -> str: dec = self.to_decimal() if dec.is_nan(): # Required by the drivers spec to match MongoDB behavior. return "NaN" return str(dec) def __repr__(self): return f"Decimal128('{str(self)}')" def __setstate__(self, value: Tuple[int, int]) -> None: self.__high, self.__low = value def __getstate__(self) -> Tuple[int, int]: return self.__high, self.__low def __eq__(self, other: Any) -> bool: if isinstance(other, Decimal128): return self.bid == other.bid return NotImplemented def __ne__(self, other: Any) -> bool: return not self == other